Twitter sentiment analysis

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Twitter sentiment analysis
Category: Twitter sentiment analysis

Sentiment analysis

Papers: DOAJ Google Scholar PubMed
Ontologies: MeSH NeuroLex Wikidata Wikipedia
Other: Google Twitter WolframAlpha

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Twitter sentiment analysis is sentiment analysis using posts from Twitter.

The SemEval has had a competition involving Twitter sentiment analysis.


[edit] Data

Health Care Reform 
Twitter polarity classification with label propagation over lexical links and the follower graph
Obama-McCain Debate 
Tweet the debates: understanding community annotation of uncollected sources
In 2013 there was a Twitter sentiment analysis task with several thousand labeled postings and SMS text messages.
Stanford Twitter Sentiment (STS) 
by Go et al.[1] 498 annotated tweets.
TASS Corpus 
[1] consists of 70000 tweets in Spanish, annotated with global polarity.

[edit] Papers

[edit] Reviews

  1. Like it or not: a survey of Twitter sentiment analysis methods

[edit] Original research

  1. A longitudinal study of follow predictors on Twitter (2013)
  2. A comparative study on Twitter sentiment analysis: which features are good?
  3. A new ANEW: evaluation of a word list for sentiment analysis in microblogs (2011)
  4. Analyzing and predicting news popularity on Twitter (2015)
  5. Automatic detection of political opinions in tweets (2011)
  6. Catching fish in the stream: real time analysis of audience behavior in social media (2013)
  7. Combining strengths, emotions and polarities for boosting Twitter sentiment analysis (2013)
  8. Crowd sentiment detection during disasters and crises (2012)
  9. Good friends, bad news - affect and virality in Twitter (2011)
  10. How translation alters sentiment
  11. KLUE: simple and robust methods for polarity classification (2013)
  12. Measuring the influence of mass media on opinion segregation through Twitter
  13. Methodology for Twitter sentiment analysis
  14. Networks and language in the 2010 election (2011)
  15. NRC-Canada: building the state-of-the-art in sentiment analysis of tweets (2013)
  16. Predicting discussions on the social semantic web (2011)
  17. Strategies of legitimacy through social media: the networked strategy (2015)
  18. Temporal patterns of happiness and information in a global social network: hedonometrics and Twitter (2011)
  19. The role of multimedia content in determining the virality of social media information (2012)
  20. Tweetin' in the rain: exploring societal-scale effects of weather on mood (2012)
  21. Using arbiter and combiner tree to classify contexts of data
  22. Webis: an ensemble for Twitter sentiment detection

[edit] Tutorial

[edit] References

  1. Twitter sentiment classification using distant supervision
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